Zheye Deng

25 papers A* 3A 2Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
AlphaQuanter: An End-to-End Tool-Orchestrated Agentic Reinforcement Learning Framework for Stock Trading.
CoRR
Zheye Deng, Jiashu Wang
2025 — conf
Enhancing Transformers for Generalizable First-Order Logical Entailment.
ACL (1)
Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li
2025 J jnl
Enhancing Transformers for Generalizable First-Order Logical Entailment.
CoRR
Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li
2025 A* conf
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery.
EMNLP
Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song
2025 J jnl
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery.
CoRR
Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song
2025 J jnl
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents.
CoRR
Wei Fan, Tianshi Zheng, Yiran Hu, Zheye Deng, Weiqi Wang, Baixuan Xu, Chunyang Li, Haoran Li, Weixing Shen, Yangqiu Song
2025 J jnl
SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding.
CoRR
Yuqi Yang, Weiqi Wang, Baixuan Xu, Wei Fan, Qing Zong, Chunkit Chan, Zheye Deng, Xin Liu, Yifan Gao, Changlong Yu, Chen Luo, Yang Li, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2025 J jnl
Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework.
CoRR
Zheye Deng, Chunkit Chan, Tianshi Zheng, Wei Fan, Weiqi Wang, Yangqiu Song
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
CoRR
Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
IEEE Data Eng. Bull.
Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song
2025 J jnl
XToM: Exploring the Multilingual Theory of Mind for Large Language Models.
CoRR
Chunkit Chan, Yauwai Yim, Hongchuan Zeng, Zhiying Zou, Xinyuan Cheng, Zhifan Sun, Zheye Deng, Kawai Chung, Yuzhuo Ao, Yixiang Fan, Cheng Jiayang, Ercong Nie, Ginny Y. Wong, Helmut Schmid, Hinrich Schütze, Simon See, Yangqiu Song
2024 A conf
Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate.
ECAI
Chunkit Chan, Jiayang Cheng, Xin Liu, Yauwai Yim, Yuxin Jiang, Zheye Deng, Haoran Li, Yangqiu Song, Ginny Y. Wong, Simon See
2024 — conf
Evaluating and Enhancing LLMs Agent Based on Theory of Mind in Guandan: A Multi-Player Cooperative Game Under Imperfect Information.
WI/IAT
Yauwai Yim, Chunkit Chan, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, Yangqiu Song
2024 J jnl
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information.
CoRR
Yauwai Yim, Chunkit Chan, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, Yangqiu Song
2024 A* conf
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory.
EMNLP
Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song
2024 J jnl
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory.
CoRR
Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song
2024 — conf
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.
EMNLP (Findings)
Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song
2024 J jnl
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.
CoRR
Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song
2024 J jnl
Persona Knowledge-Aligned Prompt Tuning Method for Online Debate.
CoRR
Chunkit Chan, Cheng Jiayang, Xin Liu, Yauwai Yim, Yuxin Jiang, Zheye Deng, Haoran Li, Yangqiu Song, Ginny Y. Wong, Simon See
2024 A* conf
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction.
EMNLP
Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song
2024 J jnl
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction.
CoRR
Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song
2023 — conf
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection.
EMNLP (Findings)
Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song
2023 J jnl
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection.
CoRR
Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song
2022 A conf
MegTaiChi: dynamic tensor-based memory management optimization for DNN training.
ICS
Zhongzhe Hu, Junmin Xiao, Zheye Deng, Mingyi Li, Kewei Zhang, Xiaoyang Zhang, Ke Meng, Ninghui Sun, Guangming Tan
2019 J jnl
Towards Open-Domain Named Entity Recognition via Neural Correction Models.
CoRR
Mengdi Zhu, Zheye Deng, Wenhan Xiong, Mo Yu, Ming Zhang, William Yang Wang